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Machine Learning and Artificial Intelligence Bootcamp

Northern Alberta Institute of Technology
www.nait.caThis Bootcamp will teach students the skills to demonstrate competency in Machine Learning and Artificial Intelligence (AI) leveraging Python programming.
Students will learn Python coding while building their Machine Learning and AI skills. As a result of using Machine Learning and AI Python programming, students will transfer their prior studies and life experiences to authentic and relevant coding and programming projects while learning in a game-based environment.
In this Bootcamp students will discover how Machine Learning helps to create models that understand large amounts of data. Students will learn to use Python libraries for predictive problems also called ‘supervised learning' and for data clustering problems also called "unsupervised learning". Students will study major Machine Learning techniques such as multiple linear regressions (Ridge and Lasso), generalized linear models and classification, clustering, and dimensionality reduction methods. This Bootcamp will offer students hands-on experience in solving simple and complex real-world problems across different industries that may include retail, finance, tech, and healthcare. The Bootcamp includes an experiential learning project. Within the Capstone project, students will learn about freelance coding projects and successfully complete a small freelance coding assignment.
Office of the Registrar
11762 - 106 Street
Edmonton, Alberta, T5G2R1, Canada
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Program Type Occupational
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Credential Type Certificate
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Length 1 Year or Less
Part time
- Part Time Only
- Cooperative Education
- Continuing Education Only
- Distance Learning
For more information visit nait.ca
Search Transfer Alberta for course and program transfer information including transfer agreements between post-secondary schools in Alberta, British Columbia, Northwest Territories, Nunavut and Yukon.
Transfer(s) available outside of Transfer Alberta: Not available
Updated October 03, 2024. The information contained in this profile is current as of the date shown.
Educational program information is provided as an introduction and for general reference. For current information about programs and school requirements or policies, check the school calendar, visit their website or contact the school directly.
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